WASHINGTON—The Obama administration has contacted members of the Egyptian Muslim Brotherhood in recent days and urged them to re-engage in the country's political process, despite the overthrow and arrest of their senior leader, former President Mohammed Morsi, last week.

U.S. officials said on Monday their outreach to the Islamist organization was aimed at helping to reduce tensions in Cairo and return to the country to civilian rule...